Eric Polley's repositories
SuperLearner
Current version of the SuperLearner R package
SuperLearnerExtra
Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner but are not general enough to be placed in the main package.
Machine_Learning_Articles
Collection of articles for the Machine Learning Journal Club
NCI60_SuperLearner
Code and data for running the super learner with the NCI60 human tumor cell lines
SuperLearnerVignette
Vignette for the SuperLearner R package
CIT_Microarray_Course
Lecture notes for the CIT Microarray Course.
KaplanMeierAnimation
My first attempt at using the animation R package. The files create an animation demonstrating the redistribute to the right algorithm for censored data (equivalent to the Kaplan Meier estimator).
SUMIT_SuperLearner_Talk_3_2017
SUMIT presentation on SuperLearner R package, March 2017
SuperLearner_Old
SuperLearner R package version 1.1-20
CSMF_Data_Challenge
The 2016 Clinical Statistics Methods Forum Data Challenge Repository
Data_Challenge_2017
Mayo Statistical Methods Forum Data Challenge 2017
Data_Challenge_2018
Mayo Statistical Methods Forum Data Challenge 2018
GERA_Journal_Club
Slides for GERA Journal Club